SuperAPI AI Directory

code-review-mitsuhiko

Coding & development

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Updated 10-16 02:23

About this skill

code-review-mitsuhiko

First decide whether this is product code, library code, or mixed. The right review standard changes with that call.

Steps

  1. State Context call: Product / Library / Mixed.
  2. Apply the matching lens below, then the cross-cutting checks.
  3. Produce findings first, ordered by severity.

Product Lens

  • Does this solve a real user problem now?
  • Could a dumb working version ship faster and validate the need?
  • Is this abstraction, dependency, or extension point justified by a second real use case?
  • If debt is accepted, is there a concrete refactor trigger?

Flag: speculative flexibility, invisible elegance, non-bottleneck optimization, and generic frameworks for one feature.

Library Lens

  • Will this API still make sense years from now?
  • Does it break existing users? If yes, call out versioning and migration cost.
  • Can users extend behavior without forking?
  • Are errors, defaults, and extension points treated as stable public API?

Flag: breaking changes for minor improvements, string-matched errors, undocumented extension contracts, and "just fork it" design.

Cross-Cutting Checks

  • Errors: typed/structured enough for callers and production diagnosis?
  • Dependencies: worth the transitive tree, or implementable in 20-50 clear lines?
  • Defaults: safe, unsurprising, and honest about cost?
  • Product/library mismatch: library standards slowing a product, or product habits destabilizing a library?

Output Contract

  • Findings first: Must fix, Consider, Open questions; omit empty sections.
  • Each finding includes [file:line], the context-specific reason, and a concrete next step.
  • Add a brief Summary after findings. Do not add praise unless asked.

See PRINCIPLES.md for full philosophy and phrasing patterns.